Section 3, Section 4 and Section 5 will review the state-of-the-art algorithms proposed for the 3 main tasks of a DSS for advanced T1D management, that are personalized insulin bolus calculation, adaptive tuning of BC parameters and glucose prediction. Here, INS is linked to type 1 diabetes mellitus.